developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_37936_v3
model_name: chaiml-mn24b-v2preferwi_37936_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T22:15:04+00:00
num_battles: 5510
num_wins: 2911
celo_rating: 1270.64
family_friendly_score: 0.5624
family_friendly_standard_error: 0.007015785629564233
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune6
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5525680963793828, 'latency_mean': 1.8096302485466003, 'latency_p50': 1.8058524131774902, 'latency_p90': 2.0133041620254515}, {'batch_size': 3, 'throughput': 1.1212600498998073, 'latency_mean': 2.668220629692078, 'latency_p50': 2.6688168048858643, 'latency_p90': 2.9701987504959106}, {'batch_size': 5, 'throughput': 1.4467182320063905, 'latency_mean': 3.4350474083423617, 'latency_p50': 3.4231483936309814, 'latency_p90': 3.899027299880981}, {'batch_size': 6, 'throughput': 1.5437052600833379, 'latency_mean': 3.8575673043727874, 'latency_p50': 3.8444926738739014, 'latency_p90': 4.3433640718460085}, {'batch_size': 8, 'throughput': 1.713773590070153, 'latency_mean': 4.62758777976036, 'latency_p50': 4.65000581741333, 'latency_p90': 5.243751072883605}, {'batch_size': 10, 'throughput': 1.7989485243184815, 'latency_mean': 5.498424166440964, 'latency_p50': 5.482828140258789, 'latency_p90': 6.298115372657776}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_37936_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-18
win_ratio: 0.5283121597096189
generation_params: {'temperature': 0.7, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': True}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-mn24b-v2preferwi-37936-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-37936-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: Downloaded to shared memory in 58.958s
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp_a9y7a9_, device:0
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: quantized model in 293.076s
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_tune6 in 352.034s
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37936-v3/nvidia
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37936-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37936-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37936-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37936-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-37936-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37936-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-37936-v3-mkmlizer completed after 430.28s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-37936-v3-mkmlizer
Pipeline stage MKMLizer completed in 430.89s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.26s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-37936-v3
Waiting for inference service chaiml-mn24b-v2preferwi-37936-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-37936-v3 ready after 61.0107479095459s
Pipeline stage MKMLDeployer completed in 62.29s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0267205238342285s
Received healthy response to inference request in 2.0540196895599365s
Received healthy response to inference request in 1.8246121406555176s
Received healthy response to inference request in 1.6560616493225098s
Received healthy response to inference request in 1.6705400943756104s
5 requests
0 failed requests
5th percentile: 1.65895733833313
10th percentile: 1.66185302734375
20th percentile: 1.6676444053649901
30th percentile: 1.7013545036315918
40th percentile: 1.7629833221435547
50th percentile: 1.8246121406555176
60th percentile: 1.9054554939270019
70th percentile: 1.9862988471984864
80th percentile: 2.03218035697937
90th percentile: 2.0431000232696532
95th percentile: 2.048559856414795
99th percentile: 2.0529277229309084
mean time: 1.8463908195495606
Pipeline stage StressChecker completed in 10.53s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 1.08s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.66s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_37936_v3 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2939.98s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_37936_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_37936_v3 status is now torndown due to DeploymentManager action